Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004220

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002316

distance 0.237

#2 · Chandrapurcell 4730002313

distance 0.254

#3 · Chandrapurcell 4730002974

distance 0.262

#4 · Nagpurcell 4840003349

distance 0.267 · cross-district

#5 · Nagpurcell 4840001291

distance 0.269 · cross-district

#6 · Nagpurcell 4840007106

distance 0.271 · cross-district

#7 · Chandrapurcell 4730003777

distance 0.272

#8 · Yavatmalcell 5000003204

distance 0.273 · cross-district

#9 · Beedcell 4700007545

distance 0.273 · cross-district

#10 · Beedcell 4700007734

distance 0.274 · cross-district

#11 · Nagpurcell 4840006223

distance 0.278 · cross-district

#12 · Yavatmalcell 5000004115

distance 0.281 · cross-district

#13 · Nagpurcell 4840006450

distance 0.283 · cross-district

#14 · Chandrapurcell 4730003112

distance 0.283

#15 · Gondiacell 4760000385

distance 0.284 · cross-district

#16 · Wardhacell 4980004732

distance 0.286 · cross-district

#17 · Yavatmalcell 5000003937

distance 0.286 · cross-district

#18 · Akolacell 4670004471

distance 0.286 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730004220}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.